{"id":"W4416129437","doi":"10.17615/ze5a-4y51","title":"Impact of Race and Ethnicity on Outcomes after Umbilical Cord Blood Transplantation","year":2025,"lang":"en","type":"article","venue":"UNC Libraries","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; Office of Naval Research; Legend Biotech; Pharmacyclics; Takeda Oncology; Health Resources and Services Administration; MorphoSys; Seagen; Astellas Pharma; Adaptive Biotechnologies; Kiadis Pharma; bluebird bio; Jazz Pharmaceuticals; BeiGene; HistoGenetics; Atara Biotherapeutics; CareDx; Actinium Pharmaceuticals; National Cancer Institute; Gilead Sciences; Sanofi; GlaxoSmithKline; CSL Behring; Bristol-Myers Squibb; AstraZeneca; Swedish Orphan Biovitrum; Omeros Corporation; Vertex Pharmaceuticals; Alexion Pharmaceuticals; Mallinckrodt Pharmaceuticals; Astellas Pharma US; Amgen; National Heart, Lung, and Blood Institute; Novartis Pharmaceuticals Corporation; Incyte; Pfizer; Gateway for Cancer Research; American Society of Hematology","keywords":"Univariate analysis; Umbilical Cord Blood Transplantation; Multivariate analysis; Single Center; Cohort; Umbilical cord; Retrospective cohort study; Transplantation","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001178128,0.0001656988,0.000312031,0.0009321616,0.00142557,0.002531479,0.000574356,0.0004771465,0.009174529],"category_scores_gemma":[0.00951994,0.00009891475,0.000673315,0.00178123,0.0006254275,0.001029821,0.001707411,0.0009181376,0.0006697346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001266014,"about_ca_system_score_gemma":0.001850835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02524968,"about_ca_topic_score_gemma":0.04982145,"domain_scores_codex":[0.9978232,0.0007174405,0.0001496439,0.0001465184,0.0003964846,0.0007666939],"domain_scores_gemma":[0.9944582,0.0008996891,0.002310959,0.0002235067,0.00053742,0.001570201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005548933,0.000282117,0.9814015,0.00002760319,0.0001529199,0.0002041324,0.0004665403,0.0001037764,0.00009952346,0.0004550841,0.001470545,0.01478126],"study_design_scores_gemma":[0.00001790985,0.0002454153,0.9931455,0.0001228157,0.0001644666,0.0002651566,0.003248348,0.0002814688,0.0002084043,0.000608468,0.001668689,0.00002336671],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883709,0.001140115,0.00007397177,0.001545895,0.0001043758,0.000007764156,0.0005801788,0.000007772811,0.00816903],"genre_scores_gemma":[0.9979075,0.00040842,0.00003179181,0.0002904094,0.00007362915,0.000004800638,0.0002121055,0.000008211359,0.00106319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02524968,"threshold_uncertainty_score":0.05020547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01548640566268084,"score_gpt":0.299388518989599,"score_spread":0.2839021133269181,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}